Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-15 1.231870 1.512423 1.877903 2.406099 3.182153 4.340959 6.343345
2025-06-22 0.872681 1.174061 1.629390 2.426628 3.950286 7.246737 17.609347
2025-06-29 0.680738 0.964438 1.432261 2.359783 4.511242 11.001195 56.058274
2025-07-06 0.567563 0.833542 1.300498 2.318327 5.097427 16.838744 376.344914
2025-07-13 0.516675 0.788176 1.298306 2.538078 6.703665 37.091507 NaN
2025-07-20 0.469630 0.737007 1.266150 2.670432 8.360130 91.311187 NaN
2025-07-27 0.423074 0.676714 1.196814 2.666630 9.562692 236.953966 NaN
2025-08-03 0.379974 0.615403 1.109659 2.567702 10.185094 660.838489 NaN
2025-08-10 0.353431 0.582018 1.077392 2.628510 12.146483 92195.069568 NaN
2025-08-17 0.334393 0.560479 1.067474 2.764154 15.457771 NaN NaN
2025-08-24 0.312054 0.528910 1.025956 2.763984 17.778660 NaN NaN
2025-08-31 0.288526 0.491993 0.963939 2.654918 18.561024 NaN NaN
2025-09-07 0.276155 0.477878 0.959684 2.795300 24.613256 NaN NaN
2025-09-14 0.260784 0.455522 0.929478 2.810015 29.385457 NaN NaN
2025-09-21 0.244233 0.428814 0.882755 2.725572 31.659657 NaN NaN
2025-09-28 0.230433 0.406882 0.845850 2.674176 35.223525 NaN NaN
2025-10-05 0.226201 0.405931 0.868179 2.945933 59.992896 NaN NaN
2025-10-12 0.219368 0.398218 0.869329 3.110808 95.308976 NaN NaN
2025-10-19 0.209617 0.382724 0.844266 3.106057 122.526355 NaN NaN
2025-10-26 0.198489 0.363068 0.803563 2.982749 128.551843 NaN NaN
2025-11-02 0.191924 0.353712 0.793677 3.058485 201.079741 NaN NaN
2025-11-09 0.187317 0.348609 0.796441 3.228085 452.937080 NaN NaN
2025-11-16 0.180370 0.337227 0.777062 3.227871 748.038545 NaN NaN